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Nemotron 3 Ultra by NVIDIA

Powers faster, efficient reasoning for long-running agents

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A 550B MoE frontier-intelligence open model built for long-running agents. It delivers 5x faster inference and lowers the cost of complex agentic tasks by up to 30% versus other open frontier models.Ultra excels at complex tasks like coding and deep research. Long-running agents spend their time planning, using tools, recovering from failures, and deciding what to do next.

PH · launched Jun 5, 2026 · 179 upvotes (top 83%) · 0 views

Niche: large language models · 191 launches, 4 in the last 7 days ▼ -33% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI-native
  • Commercial product
  • Developer Tools
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

No Training and serving a 550B MoE frontier foundation model requires massive GPU clusters, tens of millions of dollars in compute, and deep expertise in distributed systems and LLM pre-training.

What it would actually take: Requires clusters of thousands of high-end GPUs (e.g., H100s/B200s) orchestrated with Megatron-LM or DeepSpeed, managing pipeline and tensor parallelism across high-speed InfiniBand fabrics. Pre-training and fine-tuning an MoE model at this scale demands proprietary multi-trillion token datasets, specialized routing algorithms, and custom kernel optimization (Triton/CUDA) for high-throughput inference.

Competitors

Other products that read as similar to this one : 236 launches clear the similarity bar, closest 8 shown.

Attention rank: #211 of 237 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 213 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.